Extracting line features from synthetic aperture radar (SAR) scenes using a Markov random field model. - Olaf Hellwich; Helmut Mayer 001 (ICIP (3), 1996)

Linienextraktion aus SAR-Daten mit einem Markoff-Zufallsfeld-Modell. - Olaf Hellwich (1997)

Sensor and data fusion contest: test imagery to compare and combine airborne SAR and optical sensors for mapping. - Olaf Hellwich; Andreas Reigber; Hartmut Lehmann (IGARSS, 2002)

Determination of the rheology of Arctic glaciers using multi-temporal ERS1/2 SAR interferograms combined in a least squares adjustment. - Franz J. Meyer; Olaf Hellwich (IGARSS, 2002)

3D Head Pose Estimation with Symmetry Based Illumination Model in Low Resolution Video. - Martin Gruendig; Olaf Hellwich (DAGM-Symposium, 2004)

Spiders as Robust Point Descriptors. - Adam Stanski; Olaf Hellwich (DAGM-Symposium, 2005)

Saliency and salient region detection in SAR polarimetry. - Marc Jäger 001; Olaf Hellwich (IGARSS, 2005)

Fusion of remotely sensed data over urban areas. - Paolo Gamba; Olaf Hellwich; Pierfrancesco Lombardo (Inf. Fusion, 2005)

Double Regularized Bayesian Estimation for Blur Identification in Video Sequences. - Hongwei Zheng 001; Olaf Hellwich (ACCV (2), 2006)

Genetic Algorithm SAmple Consensus (GASAC) - A Parallel Strategy for Robust Parameter Estimation. - Volker Rodehorst; Olaf Hellwich (CVPR Workshops, 2006)

Introducing Dynamic Prior Knowledge to Partially-Blurred Image Restoration. - Hongwei Zheng 001; Olaf Hellwich (DAGM-Symposium, 2006)

An Edge-Driven Total Variation Approach to Image Deblurring and Denoising. - Hongwei Zheng 001; Olaf Hellwich (ICICIC (2), 2006)

Extended Mumford-Shah Regularization in Bayesian Estimation for Blind Image Deconvolution and Segmentation. - Hongwei Zheng 001; Olaf Hellwich (IWCIA, 2006)

Joint prior models of mumford-shah regularization for blur identification and segmentation in video sequences. - Hongwei Zheng 001; Olaf Hellwich (VISAPP (1), 2006)

A Benchmarking Dataset for Performance Evaluation of Automatic Surface Reconstruction Algorithms. - Anke Bellmann; Olaf Hellwich; Volker Rodehorst; Ulas Yilmaz (CVPR, 2007)

Image Statistics and Local Spatial Conditions for Nonstationary Blurred Image Reconstruction. - Hongwei Zheng 001; Olaf Hellwich (DAGM-Symposium, 2007)

Discrete Regularization for Perceptual Image Segmentation via Semi-Supervised Learning and Optimal Control. - Hongwei Zheng 001; Olaf Hellwich (ICME, 2007)

Robust measurement of glacier surface motion from multiscale speckle tracking using local constraints. - Esra Erten; Andreas Reigber; Marc Jäger 001; Olaf Hellwich (IGARSS, 2007)

Unsupervised classification of polarimetric SAR data using graph cut optimization. - Marc Jäger 001; Andreas Reigber; Olaf Hellwich (IGARSS, 2007)

Adaptive data-driven regularization for variational image restoration in the BV space. - Hongwei Zheng 001; Olaf Hellwich (VISAPP (1), 2007)

Statistical appearance models for automatic pose invariant face recognition. - M. Saquib Sarfraz; Olaf Hellwich (FG, 2008)

Comparison of Three Unsupervised Segmentation Algorithms for SAR Data in Urban Areas. - Wenju He; Marc Jäger 001; Olaf Hellwich (IGARSS (1), 2008)

Head Pose Estimation in Face Recognition Across Pose Scenarios. - M. Saquib Sarfraz; Olaf Hellwich (VISAPP (1), 2008)

On Head Pose Estimation in Face Recognition. - M. Saquib Sarfraz; Olaf Hellwich (VISIGRAPP (Selected Papers), 2008)

Photogrammetric Methods. - Olaf Hellwich (Encyclopedia of GIS, 2008)

An Accuracy Assessment of ML Texture Tracking Algorithm over Multitemporal SAR Images. - Esra Erten; Andreas Reigber; Olaf Hellwich; Pau Prats (IGARSS (4), 2009)

Semi-supervised Learning for Classification of Polarimetric SAR-Data. - Ronny Hänsch; Olaf Hellwich (IGARSS (3), 2009)

Bayesian Building Extraction from High Resolution Polarimetric SAR Data. - Wenju He; Olaf Hellwich (IGARSS (4), 2009)

Urban Areas Characterization from Polarimetric SAR Images using Hidden Markov Model. - Wenju He; Marc Jäger 001; Olaf Hellwich (IGARSS (4), 2009)

A trifocal sensor system for 3D reconstruction of architectural models. - Volker Rodehorst; Matthias Heinrichs; Olaf Hellwich (Ann. GIS, 2009)

Glacier Velocity Monitoring by Maximum Likelihood Texture Tracking. - Esra Erten; Andreas Reigber; Olaf Hellwich; Pau Prats (IEEE Trans. Geosci. Remote. Sens., 2009)

Selection of an Optimal Polyhedral Surface Model Using the Minimum Description Length Principle. - Tilman Wekel; Olaf Hellwich (DAGM-Symposium, 2010)

Aspects of multivariate statistical theorywith the application to change detection. - Esra Erten; Andreas Reigber; Olaf Hellwich (IGARSS, 2010)

Random Forests for building detection in polarimetric SAR data. - Ronny Hänsch; Olaf Hellwich (IGARSS, 2010)

Probabilistic learning for fully automatic face recognition across pose. - M. Saquib Sarfraz; Olaf Hellwich (Image Vis. Comput., 2010)

A Robust Approach to Multi-feature Based Mesh Segmentation Using Adaptive Density Estimation. - Tilman Wekel; Olaf Hellwich (CAIP (1), 2011)

Point based registration of high-resolution histological slices. - Peter Leskovski; Olaf Hellwich (MIUA, 2011)

Monocular Rectangle Reconstruction - Based on Direct Linear Transformation. - Cornelius Wefelscheid; Tilman Wekel; Olaf Hellwich (VISAPP, 2011)

Voronoi-Based Extraction of a Feature Skeleton from Noisy Triangulated Surfaces. - Tilman Wekel; Olaf Hellwich (ACCV (2), 2012)

Automatic extraction of geometric structures for 3D reconstruction from tomographic SAR data. - Olivier D'Hondt; Stéphane Guillaso; Olaf Hellwich (IGARSS, 2012)

Bilateral filtering of PolSAR data based on Riemannian metrics. - Olivier D'Hondt; Stéphane Guillaso; Olaf Hellwich (IGARSS, 2012)

Extraction of points of interest from SAR tomograms. - Stéphane Guillaso; Olivier D'Hondt; Olaf Hellwich (IGARSS, 2012)

Automatic registration of SAR and optical images based on mutual information assisted Monte Carlo. - Muhammad Adnan Siddique; M. Saquib Sarfraz; David Bornemann; Olaf Hellwich (IGARSS, 2012)

Impact of hierarchical structures in image categorization systems. - Merza Klaghstan; Ronny Hänsch; David Coquil; Olaf Hellwich (IPTA, 2012)

A New Coherent Similarity Measure for Temporal Multichannel Scene Characterization. - Esra Erten; Andreas Reigber; Laurent Ferro-Famil; Olaf Hellwich (IEEE Trans. Geosci. Remote. Sens., 2012)

Integrated Matching and Geocoding of SAR and Optical Satellite Images. - Olaf Hellwich; Cornelius Wefelscheid; Jakub Lukaszewicz; Ronny Hänsch; Muhammad Adnan Siddique; Adam Stanski (IbPRIA, 2013)

Compensation for Multipath in ToF Camera Measurements Supported by Photometric Calibration and Environment Integration. - Stefan Fuchs; Michael Suppa; Olaf Hellwich (ICVS, 2013)

OpenOF - Framework for Sparse Non-linear Least Squares Optimization on a GPU. - Cornelius Wefelscheid; Olaf Hellwich (VISAPP (2), 2013)

Iterative Bilateral Filtering of Polarimetric SAR Data. - Olivier D'Hondt; Stéphane Guillaso; Olaf Hellwich (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Risk based parameter selection for polarimetric SAR speckle reduction. - Olivier D'Hondt; Stéphane Guillaso; Olaf Hellwich (IGARSS, 2014)

Urban scene reconstruction from a reduced number of tomographic SAR data. - Stéphane Guillaso; Olivier D'Hondt; Olaf Hellwich (IGARSS, 2014)

Graph-cut segmentation of polarimetric SAR images. - Ronny Hänsch; Olaf Hellwich; Xi Wang 021 (IGARSS, 2014)

A cascaded ensemble classifier for object segmentation in high resolution polarimetric SAR data. - Marc Jäger 001; Andreas Reigber; Olaf Hellwich (IGARSS, 2014)

Comparison of Different Color Spaces for Image Segmentation using Graph-cut. - Xi Wang 021; Ronny Hänsch; Lizhuang Ma; Olaf Hellwich (VISAPP (1), 2014)

Appearance-based necrosis detection using textural features and SVM with discriminative thresholding in histopathological whole slide images. - Harshita Sharma; Norman Zerbe; Iris Klempert; Sebastian Lohmann; Björn Lindequist; Olaf Hellwich; Peter Hufnagl (BIBE, 2015)

Performance Assessment and Interpretation of Random Forests by Three-dimensional Visualizations. - Ronny Hänsch; Olaf Hellwich (IVAPP, 2015)

SAR tomography with reduced number of tracks: Urban object reconstruction. - Stéphane Guillaso; Olivier D'Hondt; Olaf Hellwich (IGARSS, 2015)

Evaluation of tree creation methods within random forests for classification of PolSAR images. - Ronny Hänsch; Olaf Hellwich (IGARSS, 2015)

A Multi-resolution Approach for Combining Visual Information using Nuclei Segmentation and Classification in Histopathological Images. - Harshita Sharma; Norman Zerbe; Daniel Heim; Stephan Wienert; Hans-Michael Behrens; Olaf Hellwich; Peter Hufnagl (VISAPP (3), 2015)

Prior Knowledge About Camera Motion for Outlier Removal in Feature Matching. - Elisavet Konstantina Stathopoulou; Ronny Hänsch; Olaf Hellwich (VISAPP (2), 2015)

Semantic Segmentation and Model Fitting for Triangulated Surfaces using Random Jumps and Graph Cuts. - Tilman Wekel; Olaf Hellwich (VISAPP (3), 2015)

Feature-independent classification of hyperspectral images by projection-based random forests. - Ronny Hänsch; Olaf Hellwich (WHISPERS, 2015)

Employing smartphone as on-board navigator in unmanned aerial vehicles: implementation and experiments. - Boxin Zhao; Olaf Hellwich; Tianjiang Hu; Dianle Zhou; Yifeng Niu; Lincheng Shen (Ind. Robot, 2015)

Reduction of Point Cloud Artifacts Using Shape Priors Estimated with the Gaussian Process Latent Variable Model. - Jens Krenzin; Olaf Hellwich (GCPR, 2016)

Depth Map Based Facade Abstraction from Noisy Multi-View Stereo Point Clouds. - Andreas Ley; Olaf Hellwich (GCPR, 2016)

Object Depth Estimation from a Single Image Using Fully Convolutional Neural Network. - Ahmed J. Afifi; Olaf Hellwich (DICTA, 2016)

SyB3R: A Realistic Synthetic Benchmark for 3D Reconstruction from Images. - Andreas Ley; Ronny Hänsch; Olaf Hellwich (ECCV (7), 2016)

Improving 3D face geometry by adapting reconstruction from stereo image pair to generic Morphable Model. - Hardik Jain; Olaf Hellwich; R. S. Anand (FUSION, 2016)

Boundless Reconstruction Using Regularized 3D Fusion. - M. A. A. Rajput; Eugen Funk; Anko Börner; Olaf Hellwich (ICETE (Selected Papers), 2016)

When to fuse what? random forest based fusion of low-, mid-, and high-level information for land cover classification from optical and SAR images. - Ronny Hänsch; Olaf Hellwich (IGARSS, 2016)

Machine-learning based detection of corresponding interest points in optical and SAR images. - Ronny Hänsch; Olaf Hellwich; Xiaohong Tu (IGARSS, 2016)

Cell nuclei attributed relational graphs for efficient representation and classification of gastric cancer in digital histopathology. - Harshita Sharma; Norman Zerbe; Daniel Heim; Stephan Wienert; Sebastian Lohmann; Olaf Hellwich; Peter Hufnagl (Digital Pathology, 2016)

Recursive Total Variation Filtering Based 3D Fusion. - M. A. A. Rajput; Eugen Funk; Anko Börner; Olaf Hellwich (SIGMAP, 2016)

Automated image analysis for trajectory determination of single drop collisions. - Johannes Kamp; Ronny Hänsch; Gregor Kendzierski; Matthias Kraume; Olaf Hellwich (Comput. Chem. Eng., 2016)

A Comparative Study of Cell Nuclei Attributed Relational Graphs for Knowledge Description and Categorization in Histopathological Gastric Cancer Whole Slide Images. - Harshita Sharma; Norman Zerbe; Christine Boger; Stephan Wienert; Olaf Hellwich; Peter Hufnagl (CBMS, 2017)

Boosting Sensitivity of a Retinal Vessel Segmentation Algorithm with Convolutional Neural Network. - Toufique Ahmed Soomro; Ahmed J. Afifi; Junbin Gao; Olaf Hellwich; Mohammad A. U. Khan; Manoranjan Paul; Lihong Zheng (DICTA, 2017)

Impact of non-local filtering on 3D reconstruction from tomographic SAR data. - Olivier D'Hondt; Carlos López-Martínez; Stéphane Guillaso; Olaf Hellwich (IGARSS, 2017)

Correct and still wrong: The relationship between sampling strategies and the estimation of the generalization error. - Ronny Hänsch; Andreas Ley; Olaf Hellwich (IGARSS, 2017)

Detection and Classification of Holes in Point Clouds. - Nader H. Aldeeb; Olaf Hellwich (VISIGRAPP (6: VISAPP), 2017)

Near Real-time Object Detection in RGBD Data. - Ronny Hänsch; Stefan Kaiser; Olaf Hellwich (VISIGRAPP (5: VISAPP), 2017)

Specularity, Shadow, and Occlusion Removal for Planar Objects in Stereo Case. - Irina Nurutdinova; Ronny Hänsch; Vincent Mühler; Stavroula Bourou; Alexandra I. Papadaki; Olaf Hellwich (VISIGRAPP (4: VISAPP), 2017)

Deep convolutional neural networks for automatic classification of gastric carcinoma using whole slide images in digital histopathology. - Harshita Sharma; Norman Zerbe; Iris Klempert; Olaf Hellwich; Peter Hufnagl (Comput. Medical Imaging Graph., 2017)

Photogrammetric Methods. - Olaf Hellwich (Encyclopedia of GIS, 2017)

Strided U-Net Model: Retinal Vessels Segmentation using Dice Loss. - Toufique Ahmed Soomro; Olaf Hellwich; Ahmed J. Afifi; Manoranjan Paul; Junbin Gao; Lihong Zheng (DICTA, 2018)

Random Forests Based Image Colorization. - Helge Mohn; Mark Gaebelein; Ronny Hänsch; Olaf Hellwich (VISIGRAPP (Revised Selected Papers), 2018)

Classification of Icon Type and Cooldown State in Video Game Replays. - Jeremias Eichelbaum; Ronny Hänsch; Olaf Hellwich (ICIAR, 2018)

Feature Design for Classification from Tomosar Data. - Olivier D'Hondt; Ronny Hänsch; Olaf Hellwich (IGARSS, 2018)

A Comparative Evaluation of Polarimetric Distance Measures within the Random Forest Framework for the Classification of Polsar Images. - Ronny Hänsch; Olaf Hellwich (IGARSS, 2018)

Simultaneous Object Classification and Viewpoint Estimation using Deep Multi-task Convolutional Neural Network. - Ahmed J. Afifi; Olaf Hellwich; Toufique Ahmed Soomro (VISIGRAPP (5: VISAPP), 2018)

Reconstructing Textureless Objects - Image Enhancement for 3D Reconstruction of Weakly-Textured Surfaces. - Nader H. Aldeeb; Olaf Hellwich (VISIGRAPP (5: VISAPP), 2018)

Towards Image Colorization with Random Forests. - Helge Mohn; Mark Gaebelein; Ronny Hänsch; Olaf Hellwich (VISIGRAPP (4: VISAPP), 2018)

Leveraging the Spatial Label Structure for Semantic Image Labeling using Random Forests. - Manuel Wöllhaf; Ronny Hänsch; Olaf Hellwich (VISIGRAPP (5: VISAPP), 2018)

Classification of PolSAR Images by Stacked Random Forests. - Ronny Hänsch; Olaf Hellwich (ISPRS Int. J. Geo Inf., 2018)

Exploiting SAR Tomography for Supervised Land-Cover Classification. - Olivier D'Hondt; Ronny Hänsch; Nicolas Wagener; Olaf Hellwich (Remote. Sens., 2018)

Regularization and Completion of TomoSAR Point Clouds in a Projected Height Map Domain. - Andreas Ley; Olivier D'Hondt; Olaf Hellwich (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Nonlocal Filtering Applied to 3-D Reconstruction of Tomographic SAR Data. - Olivier D'Hondt; Carlos López-Martínez; Stéphane Guillaso; Olaf Hellwich (IEEE Trans. Geosci. Remote. Sens., 2018)

3D Reconstruction Under Weak Illumination Using Visibility-Enhanced LDR Imagery. - Nader H. Aldeeb; Olaf Hellwich (CVC (1), 2019)

A Digital Image Processing Pipeline for Modelling of Realistic Noise in Synthetic Images. - Oleksandra Bielova; Ronny Hänsch; Andreas Ley; Olaf Hellwich (CVPR Workshops, 2019)

Learning to Reconstruct Symmetric Shapes using Planar Parameterization of 3D Surface. - Hardik Jain; Manuel Wöllhaf; Olaf Hellwich (ICCV Workshops, 2019)

The Truth About Ground Truth: Label Noise in Human-Generated Reference Data. - Ronny Hänsch; Olaf Hellwich (IGARSS, 2019)

Online Random Forests For Large-Scale Land-Use Classification From Polarimetric Sar Images. - Ronny Hänsch; Olaf Hellwich (IGARSS, 2019)

Online Random Forests for Urban Area Classification from Polarimetric SAR Images. - Ronny Hänsch; Olaf Hellwich (JURSE, 2019)

Template-Based Surface Estimation Using Statistical Shape Model. - Jens Krenzin; Olaf Hellwich (SITIS, 2019)

Colorful Trees: Visualizing Random Forests for Analysis and Interpretation. - Ronny Hänsch; Philipp Wiesner; Sophie Wendler; Olaf Hellwich (WACV, 2019)

Deep Learning Models for Retinal Blood Vessels Segmentation: A Review. - Toufique Ahmed Soomro; Ahmed J. Afifi; Lihong Zheng; Shafiullah Soomro; Junbin Gao; Olaf Hellwich; Manoranjan Paul (IEEE Access, 2019)

Strided fully convolutional neural network for boosting the sensitivity of retinal blood vessels segmentation. - Toufique Ahmed Soomro; Ahmed J. Afifi; Junbin Gao; Olaf Hellwich; Lihong Zheng; Manoranjan Paul (Expert Syst. Appl., 2019)

Towards Global Volcano Monitoring Using Multisensor Sentinel Missions and Artificial Intelligence: The MOUNTS Monitoring System. - Sébastien Valade; Andreas Ley; Francesco Massimetti; Olivier D'Hondt; Marco Laiolo; Diego Coppola; David Loibl; Olaf Hellwich; Thomas R. Walter (Remote. Sens., 2019)

Reference-Free Despeckling of Synthetic-Aperture Radar Images Using a Deep Convolutional Network. - Tim Davis 001; V. Jain; Andreas Ley; Olivier D'Hondt; Sébastien Valade; Olaf Hellwich (IGARSS, 2020)

A Power Efficient Multi-Bit Accelerator for Memory Prohibitive Deep Neural Networks. - Suhas Shivapakash; Hardik Jain; Olaf Hellwich; Friedel Gerfers (ISCAS, 2020)

Mini V-Net: Depth Estimation from Single Indoor-Outdoor Images using Strided-CNN. - Ahmed J. Afifi; Olaf Hellwich; Toufique Ahmed Soomro (VISIGRAPP (5: VISAPP), 2020)

Patient Motion Compensation for Photogrammetric Registration. - Hardik Jain; Olaf Hellwich; Andreas Rose; Nicholas Norman; Dirk Mucha; Timo Krüger (VISIGRAPP (4: VISAPP), 2020)

Learning Disentangled Expression Representations from Facial Images. - Marah Halawa; Manuel Wöllhaf; Eduardo Vellasques; Urko Sánchez Sanz; Olaf Hellwich (CoRR, 2020)

GenIcoNet: Generative Icosahedral Mesh Convolutional Network. - Hardik Jain; Olaf Hellwich (3DV, 2021)

Synthesizing Fundus Photographies for Training Segmentation Networks. - Jannes Magnusson; Ahmed J. Afifi; Shengjia Zhang; Andreas Ley; Olaf Hellwich (DeLTA, 2021)

Electrode Dropout Compensation in Visual Prostheses: An Optimal Object Placement Approach. - Reham Elnabawy; Slim Abdennadher; Olaf Hellwich; Seif Eldawlatly (EMBC, 2021)

Deep Learning Based Joint Reconstruction and Extraction of Urban Structures from Tomographic SAR Data. - Olivier D'Hondt; Olaf Hellwich (IGARSS, 2021)

Pixel2point: 3D Object Reconstruction From a Single Image Using CNN and Initial Sphere. - Ahmed J. Afifi; Jannes Magnusson; Toufique Ahmed Soomro; Olaf Hellwich (IEEE Access, 2021)

A modular framework for object-based saccadic decisions in dynamic scenes. - Nicolas Roth; Pia Bideau; Olaf Hellwich; Martin Rolfs; Klaus Obermayer (CoRR, 2021)

Fusion of Multispectral LiDAR, Hyperspectral, and RGB Data for Urban Land Cover Classification. - Ronny Hänsch; Olaf Hellwich (IEEE Geosci. Remote. Sens. Lett., 2021)

A Power Efficiency Enhancements of a Multi-Bit Accelerator for Memory Prohibitive Deep Neural Networks. - Suhas Shivapakash; Hardik Jain; Olaf Hellwich; Friedel Gerfers (IEEE Open J. Circuits Syst., 2021)

Analysis of the Impacts of Environmental Factors on Rat Hole Density in the Northern Slope of the Tienshan Mountains with Satellite Remote Sensing Data. - Haiyang Shi; Qun Pan; Geping Luo; Olaf Hellwich; Chunbo Chen; Tim Van de Voorde; Alishir Kurban; Philippe De Maeyer; Shixin Wu (Remote. Sens., 2021)

A YOLO-based Object Simplification Approach for Visual Prostheses. - Reham H. Elnabawy; Slim Abdennadher; Olaf Hellwich; Seif Eldawlatly (CBMS, 2022)

Action-Based Contrastive Learning for Trajectory Prediction. - Marah Halawa; Olaf Hellwich; Pia Bideau (ECCV (39), 2022)

DIAR: Deep Image Alignment and Reconstruction Using Swin Transformers. - Monika Kwiatkowski; Simon Matern; Olaf Hellwich (VISIGRAPP (Revised Selected Papers), 2022)

Specularity, Shadow, and Occlusion Removal from Image Sequences using Deep Residual Sets. - Monika Kwiatkowski; Olaf Hellwich (VISIGRAPP (4: VISAPP), 2022)

IMD-Net: A Deep Learning-Based Icosahedral Mesh Denoising Network. - Jan Botsch; Hardik Jain; Olaf Hellwich (IEEE Access, 2022)

A joint learning Im-BiLSTM model for incomplete time-series Sentinel-2A data imputation and crop classification. - Baili Chen; Hongwei Zheng 002; Lili Wang; Olaf Hellwich; Chunbo Chen; Liao Yang; Tie Liu 001; Geping Luo; Anming Bao; Xi Chen 007 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Image-based Detection of Surface Defects in Concrete during Construction. - Dominik Kuhnke; Monika Kwiatkowski; Olaf Hellwich (CoRR, 2022)

Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks. - Tianyi Hu; Monika Kwiatkowski; Simon Matern; Olaf Hellwich (CoRR, 2022)

A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning. - Haiyang Shi; Olaf Hellwich; Geping Luo; Chunbo Chen; Huili He; Friday Uchenna Ochege; Tim Van de Voorde; Alishir Kurban; Philippe De Maeyer (IEEE Trans. Geosci. Remote. Sens., 2022)

Calibration and Registration Method for Tomography-Based Laser-Guided Surgical Interventions using a 4-DOF Navigation Robot. - Samuel Müller 006; Olaf Hellwich; Daniel Szymanski; Hardik Jain; Timo Krüger (CBMS, 2023)

A novel Traffic Sign Dataset with Condition Annotations. - Hanni Sandhu; Joana Kühne; Oliver Sawade; Martin Stellmacher; Elmar Matthes; Olaf Hellwich (SSCI, 2023)

Upper Bound Tracker: A Multi-Animal Tracking Solution for Closed Laboratory Settings. - Alexander Dolokov; Niek Andresen; Katharina Hohlbaum; Christa Thöne-Reineke; Lars Lewejohann; Olaf Hellwich (VISIGRAPP (5: VISAPP), 2023)

Decomposer: Semi-supervised Learning of Image Restoration and Image Decomposition. - Boris Meinardus; Mariusz Trzeciakiewicz; Tim Herzig; Monika Kwiatkowski; Simon Matern; Olaf Hellwich (CoRR, 2023)

Objects guide human gaze behavior in dynamic real-world scenes. - Nicolas Roth; Martin Rolfs; Olaf Hellwich; Klaus Obermayer (PLoS Comput. Biol., 2023)

Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition. - Marah Halawa; Florian Blume; Pia Bideau; Martin Maier; Rasha Abdel Rahman; Olaf Hellwich (CVPR Workshops, 2024)

How Do You Perceive My Face? Recognizing Facial Expressions in Multi-modal Context by Modeling Mental Representations. - Florian Blume; Runfeng Qu; Pia Bideau; Martin Maier; Rasha Abdel Rahman; Olaf Hellwich (GCPR (2), 2024)

Exploring Dimensional Collapse in Self-Supervised Video Representation Learning. - Paul Kapust; Monika Kwiatkowski; Olaf Hellwich; Patrik Reiske (Tiny Papers @ ICLR, 2024)

Nonverbal Immediacy Analysis in Education: A Multimodal Computational Model. - Uros Petkovic; Jonas Frenkel; Olaf Hellwich; Rebecca Lazarides (SAB, 2024)

SIDAR: Synthetic Image Dataset for Alignment & Restoration. - Monika Kwiatkowski; Simon Matern; Olaf Hellwich (VISIGRAPP (3): VISAPP, 2024)

Building an Integrative System: Enriching Gesture Language Video Recognition through the Multi-Stream of Hybrid and Improved Deep Learning Models with an Adaptive Decision System. - Anwar Mira; Olaf Hellwich (Inteligencia Artif., 2024)

ConDL: Detector-Free Dense Image Matching. - Monika Kwiatkowski; Simon Matern; Olaf Hellwich (CoRR, 2024)

An Embedded Neural Network Approach for Reinforcing Deep Learning: Advancing Hand Gesture Recognition. - Anwar Mira; Olaf Hellwich (J. Univers. Comput. Sci., 2024)

Modeling and Locating the Wind Erosion at the Dry Bottom of the Aral Sea Based on an InSAR Temporal Decorrelation Decomposition Model. - Yubin Song; Xuelian Xun; Hongwei Zheng 002; Xi Chen 007; Anming Bao; Ying Liu; Geping Luo; Jiaqiang Lei; Wenqiang Xu; Tie Liu 001; Olaf Hellwich; Qing Guan (Remote. Sens., 2024)

Deep learning models beyond temporal frame-wise features for hand gesture video recognition. - Anwar Mira; Olaf Hellwich (J. Supercomput., 2024)

Towards Precise Geo-Localization for Outdoor Mobile Augmented Reality - State-of-the-Art in Visual Geo-Localization. - Nicolai Skutsch; Olaf Hellwich; Frank Fuchs-Kittowski (XR (1), 2025)

MonoPP: Metric-Scaled Self-Supervised Monocular Depth Estimation by Planar-Parallax Geometry in Automotive Applications. - Gasser Elazab; Torben Gräber; Michael Unterreiner; Olaf Hellwich (WACV, 2025)

Swin-∇: Gradient-Based Image Restoration from Image Sequences using Video Swin-Transformers. - Monika Kwiatkowski; Simon Matern; Olaf Hellwich (WACV, 2025)

A physics-constrained deep learning framework for actual evapotranspiration estimation using ground station observations and remote sensing data. - Lingyue Wang; Ping Hu; Hongwei Zheng 002; Jie Bai; Ying Liu; Xingwen Cao; Olaf Hellwich; Tie Liu 001; Anming Bao; Xi Chen 007 (Environ. Model. Softw., 2025)

Tracking Mouse from Incomplete Body-Part Observations and Deep-Learned Deformable-Mouse Model Motion-Track Constraint for Behavior Analysis. - Olaf Hellwich; Niek Andresen; Katharina Hohlbaum; Marcus N. Boon; Monika Kwiatkowski; Simon Matern; Patrik Reiske; Henning Sprekeler; Christa Thöne-Reineke; Lars Lewejohann; Huma Ghani Zada; Michael Brück; et al. (CoRR, 2025)

Mouse Lockbox Dataset: Behavior Recognition for Mice Solving Lockboxes. - Patrik Reiske; Marcus N. Boon; Niek Andresen; Soledad Traverso; Katharina Hohlbaum; Lars Lewejohann; Christa Thöne-Reineke; Olaf Hellwich; Henning Sprekeler (CoRR, 2025)

ClipArtGAN: An Application of Pix2Pix Generative Adversarial Network for Clip Art Generation. - Reham H. Elnabawy; Slim Abdennadher; Olaf Hellwich; Seif Eldawlatly (Multim. Tools Appl., 2025)